How It Works

Data Collection and Processing: SolAI continuously aggregates extensive datasets comprising historical price data, trading volumes, and market indicators. This data forms the foundation for our predictive capabilities.
Feature Engineering: Our collected data undergoes meticulous pre-processing to ensure optimal analysis and insight extraction.
Machine Learning Modelling: We employ state-of-the-art algorithms to train our predictive models. These models leverage historical data to discern patterns and trends, facilitating accurate predictions.
Changepoint Detection: SolAI's models automatically identify changepoints within the data, akin to Prophet, pinpointing shifts in trends or significant events that may impact future price movements.
Seasonality Analysis: SolAI's AI algorithms analyze daily, weekly, and yearly seasonality patterns, enabling predictions that accommodate recurring trends.

Real-Time Prediction via Telegram:

Users engage with the bot through our official Telegram channel.
They provide the Contract Address (CA) of the desired token and select a timeframe.
The bot generates predictions based on historical data, trend analysis, seasonality, and detected changepoints, offering real-time insights into potential price movements.

Last updated 6 months ago

Data Collection and Processing: SolAI continuously aggregates extensive datasets comprising historical price data, trading volumes, and market indicators. This data forms the foundation for our predictive capabilities.
Feature Engineering: Our collected data undergoes meticulous pre-processing to ensure optimal analysis and insight extraction.
Machine Learning Modelling: We employ state-of-the-art algorithms to train our predictive models. These models leverage historical data to discern patterns and trends, facilitating accurate predictions.
Changepoint Detection: SolAI's models automatically identify changepoints within the data, akin to Prophet, pinpointing shifts in trends or significant events that may impact future price movements.
Seasonality Analysis: SolAI's AI algorithms analyze daily, weekly, and yearly seasonality patterns, enabling predictions that accommodate recurring trends.

Real-Time Prediction via Telegram:

Users engage with the bot through our official Telegram channel.
They provide the Contract Address (CA) of the desired token and select a timeframe.
The bot generates predictions based on historical data, trend analysis, seasonality, and detected changepoints, offering real-time insights into potential price movements.

Last updated 6 months ago